Datasets:
Sync 13 recordings from danielrosehill/Read-Aloud-Voice-Sentences
Browse files- README.md +63 -0
- data/train/audio/20261020T121814Z_tl5me7.wav +3 -0
- data/train/audio/20261020T121819Z_zlho83.wav +3 -0
- data/train/audio/20261020T121824Z_18akse.wav +3 -0
- data/train/audio/20261020T121829Z_bo6aod.wav +3 -0
- data/train/audio/20261020T121834Z_r1md8q.wav +3 -0
- data/train/audio/20261020T121838Z_kzxf3j.wav +3 -0
- data/train/audio/20261020T121843Z_7h869y.wav +3 -0
- data/train/audio/20261020T121848Z_l4fwr3.wav +3 -0
- data/train/audio/20261020T121853Z_buuu5c.wav +3 -0
- data/train/audio/20261020T121858Z_6ezwxg.wav +3 -0
- data/train/audio/20261020T121903Z_gfprp7.wav +3 -0
- data/train/audio/20261020T121907Z_qspxzl.wav +3 -0
- data/train/audio/20261020T121912Z_nqe5wr.wav +3 -0
- data/train/metadata.jsonl +13 -0
README.md
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---
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license: cc-by-4.0
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language:
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- en
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task_categories:
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- automatic-speech-recognition
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pretty_name: Hard ASR Sentences
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tags:
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- speech
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- asr
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- fine-tuning
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- single-speaker
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- hard-asr
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- english
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size_categories:
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- n<1K
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train/**
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- split: test
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path: data/test/**
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---
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# Hard ASR Sentences
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English sentences speech recognition finds hard, read by one speaker: Harvard sentences (IEEE 1969, public domain), tongue twisters, homographs, garden-path sentences, rare words, dense numbers and units, unusual proper nouns. `prompt_kind` names the kind and `prompt_source` the origin of each sentence.
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**Website: [hebrish.app](https://hebrish.app)**: get the Hebrish keyboard for Android and the desktop apps, see the results, and find every model, dataset and demo in one place.
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**This is a subset of [`danielrosehill/Read-Aloud-Voice-Sentences`](https://huggingface.co/datasets/danielrosehill/Read-Aloud-Voice-Sentences)**, the full, undifferentiated
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dataset. It contains every phone recording there whose `categories` include `hard-asr` (the capture app's task of that name). Rows are copied
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unchanged, with the same ids, columns and train/test split, by `scripts/sync_subsets.py` in the
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project repository. Do not edit this dataset directly: fix the row in the main dataset and re-sync.
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The subset grows as new takes are published.
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**Speaker:** Daniel Rosehill, the dataset's author, who was born in Ireland and speaks English with an **Irish accent**, and who lives in Jerusalem. Every recording is his voice.
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All audio was recorded on a **OnePlus Nord 3 5G** phone using its **internal microphone**, with browser echo cancellation, noise suppression and auto gain turned off.
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## Layout
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```
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data/train/audio/<id>.wav 16 kHz mono 16-bit PCM
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data/train/metadata.jsonl
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data/test/... held-out set, never trained on
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```
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The `test` split is **term-disjoint**: a held-out term never appears in `train`.
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`load_dataset("Hebrish/Hard-ASR-Sentences")` works directly.
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## Columns
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The columns are the same as in the main dataset: `text` (ground truth, punctuated and cased like
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Parakeet v2 output), `text_he` (the same transcript with its Hebrew terms in Hebrew script, for
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Hebrew-capable models), `categories`, `target_terms`, `prompt_source`, `prompt_origin` (manual / dataset / generated), `edited`, `duration_s`,
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`environment`, `conditions`, `device`, `speaker`, `speaker_gender`, `hebrew_pronunciation`, `variant_groups`, `variant_spelling` and `recorded_at`. The main dataset's card describes them.
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## Licence
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CC-BY-4.0, with sentence-text attribution per `prompt_source` as described in the
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[main dataset's licence section](https://huggingface.co/datasets/danielrosehill/Read-Aloud-Voice-Sentences#licence-and-attribution).
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data/train/audio/20261020T121819Z_zlho83.wav
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data/train/metadata.jsonl
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{"file_name": "audio/20261020T121814Z_tl5me7.wav", "id": "20261020T121814Z_tl5me7", "text": "The birch canoe slid on the smooth planks.", "text_he": "The birch canoe slid on the smooth planks.", "duration_s": 4.498, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_200026cfd6", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:14.818Z"}
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{"file_name": "audio/20261020T121819Z_zlho83.wav", "id": "20261020T121819Z_zlho83", "text": "Glue the sheet to the dark blue background.", "text_he": "Glue the sheet to the dark blue background.", "duration_s": 4.29, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_ecf22ebce6", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:19.845Z"}
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{"file_name": "audio/20261020T121824Z_18akse.wav", "id": "20261020T121824Z_18akse", "text": "It's easy to tell the depth of a well.", "text_he": "It's easy to tell the depth of a well.", "duration_s": 3.77, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_8ecdcfc63f", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:24.285Z"}
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{"file_name": "audio/20261020T121829Z_bo6aod.wav", "id": "20261020T121829Z_bo6aod", "text": "These days a chicken leg is a rare dish.", "text_he": "These days a chicken leg is a rare dish.", "duration_s": 4.722, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_a013a85084", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:29.607Z"}
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{"file_name": "audio/20261020T121834Z_r1md8q.wav", "id": "20261020T121834Z_r1md8q", "text": "Rice is often served in round bowls.", "text_he": "Rice is often served in round bowls.", "duration_s": 4.138, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_e5f5b9b8e4", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:34.358Z"}
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{"file_name": "audio/20261020T121838Z_kzxf3j.wav", "id": "20261020T121838Z_kzxf3j", "text": "The juice of lemons makes fine punch.", "text_he": "The juice of lemons makes fine punch.", "duration_s": 3.994, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_f17441080b", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:38.887Z"}
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{"file_name": "audio/20261020T121843Z_7h869y.wav", "id": "20261020T121843Z_7h869y", "text": "The box was thrown beside the parked truck.", "text_he": "The box was thrown beside the parked truck.", "duration_s": 4.426, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_ab5134c07d", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:43.914Z"}
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| 8 |
+
{"file_name": "audio/20261020T121848Z_l4fwr3.wav", "id": "20261020T121848Z_l4fwr3", "text": "The hogs were fed chopped corn and garbage.", "text_he": "The hogs were fed chopped corn and garbage.", "duration_s": 4.13, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_0cff2c0832", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:48.725Z"}
|
| 9 |
+
{"file_name": "audio/20261020T121853Z_buuu5c.wav", "id": "20261020T121853Z_buuu5c", "text": "Four hours of steady work faced us.", "text_he": "Four hours of steady work faced us.", "duration_s": 4.25, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_29bb8458f8", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:53.688Z"}
|
| 10 |
+
{"file_name": "audio/20261020T121858Z_6ezwxg.wav", "id": "20261020T121858Z_6ezwxg", "text": "A large size in stockings is hard to sell.", "text_he": "A large size in stockings is hard to sell.", "duration_s": 3.802, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_dc6a611cbc", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:18:58.088Z"}
|
| 11 |
+
{"file_name": "audio/20261020T121903Z_gfprp7.wav", "id": "20261020T121903Z_gfprp7", "text": "The boy was there when the sun rose.", "text_he": "The boy was there when the sun rose.", "duration_s": 3.97, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_ffc525f03a", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:19:03.022Z"}
|
| 12 |
+
{"file_name": "audio/20261020T121907Z_qspxzl.wav", "id": "20261020T121907Z_qspxzl", "text": "A rod is used to catch pink salmon.", "text_he": "A rod is used to catch pink salmon.", "duration_s": 3.858, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_3a21dd8642", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:19:07.515Z"}
|
| 13 |
+
{"file_name": "audio/20261020T121912Z_nqe5wr.wav", "id": "20261020T121912Z_nqe5wr", "text": "The source of the huge river is the clear spring.", "text_he": "The source of the huge river is the clear spring.", "duration_s": 4.01, "categories": ["hard-asr"], "target_terms": [], "prompt_id": "hard-asr_e42841cf4e", "prompt_source": "harvard-sentences-ieee-1969", "prompt_origin": "dataset", "mode": "bank", "edited": false, "device": "OnePlus Nord 3 5G", "microphone": "internal", "environment": "quiet-indoor", "conditions": [], "noise_level": null, "background_speech_languages": [], "noise_flags": [], "clipped": false, "notes": null, "hebrew_pronunciation": null, "variant_groups": [], "variant_spelling": null, "task": "hard-asr", "spoken_text": null, "aside_text": null, "aside_position": null, "verbatim_text": null, "prompt_categories": null, "source_prompt_id": null, "prompt_kind": "harvard", "prompt_note": null, "model_hypothesis": null, "asr_model": null, "speaker": "Daniel Rosehill", "speaker_gender": "male", "sample_rate": 16000, "recorded_at": "2026-10-20T12:19:12.149Z"}
|